Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos

Detalhes bibliográficos
Ano de defesa: 2020
Autor(a) principal: Silva, Robson Taveira Gonçalves da
Orientador(a): Antunes, Fernando Luiz Marcelo
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://www.repositorio.ufc.br/handle/riufc/52893
Resumo: Photovoltaic systems have the characteristic of converting solar energy into electrical energy, but the efficiency of the conversion depends largely on environmental conditions such as irradiation and temperature in the photovoltaic cells. This work presents analises, in computer simulation, of three techniques that aim the search of the Maximum Power Point Tracking (MPPT) of the PV system. The studied techniques are: disturb and observe P&O, Sliding Mode Control (SMC) and Backstepping control. For the analyzes, two types of systems were adopted, with power variation applied in each one. The first system has an array parallel connected PV modules with a total power of 110 W, the second arrangement has four modules in parallel with a total of 220 W. In both arrangements, a shading effect was simulated, so that the MPPT techniques response for the system power variation and the shading effect could be observed. Connecting the modules to a resistive load, a static DC-DC converter was used. The selected topology was the classic Boost, as it presents the characteristic of tension elevation. At the end of the analysis it can be observed that the P&O algorithm obtained the lowest values of extracted power in all system combinations, SMC was advantageous in the lower power system, while Backstepping had the best response in power transients and higher power extraction in the higher power system. Due to its better performance, the Backstepping technique was applied to a high gain DC-DC
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spelling Silva, Robson Taveira Gonçalves daAntunes, Fernando Luiz Marcelo2020-07-13T18:45:49Z2020-07-13T18:45:49Z2020SILVA, R. T. G. da. Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos. 2020. 109 f. Dissertação (Mestrado em Engenharia Elétrica) - Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2020.http://www.repositorio.ufc.br/handle/riufc/52893Photovoltaic systems have the characteristic of converting solar energy into electrical energy, but the efficiency of the conversion depends largely on environmental conditions such as irradiation and temperature in the photovoltaic cells. This work presents analises, in computer simulation, of three techniques that aim the search of the Maximum Power Point Tracking (MPPT) of the PV system. The studied techniques are: disturb and observe P&O, Sliding Mode Control (SMC) and Backstepping control. For the analyzes, two types of systems were adopted, with power variation applied in each one. The first system has an array parallel connected PV modules with a total power of 110 W, the second arrangement has four modules in parallel with a total of 220 W. In both arrangements, a shading effect was simulated, so that the MPPT techniques response for the system power variation and the shading effect could be observed. Connecting the modules to a resistive load, a static DC-DC converter was used. The selected topology was the classic Boost, as it presents the characteristic of tension elevation. At the end of the analysis it can be observed that the P&O algorithm obtained the lowest values of extracted power in all system combinations, SMC was advantageous in the lower power system, while Backstepping had the best response in power transients and higher power extraction in the higher power system. Due to its better performance, the Backstepping technique was applied to a high gain DC-DCOs sistemas fotovoltaicos possuem a característica de converter a energia solar em elétrica, mas a eficiência na conversão depende, em grande parte, de condições ambientais, como irradiação e temperatura nas células fotovoltaicas. Este trabalho apresenta análises, em simulação computacional, de três técnicas que objetivam a busca do ponto de máxima potência (Maximum Power Point Tracking – MPPT) do sistema solar. As técnicas estudadas são: a perturba e observa P&O, módulos deslizantes (Sliding Mode Control – SMC) e o controle Backstepping. Para as análises formam adotados dois tipos de sistemas, tendo variação de potência aplicada em cada um deles. O primeiro sistema apresenta um arranjo de dois módulos fotovoltaicos ligados em paralelo com um total de potência de 110W, o segundo arranjo apresenta quatro módulos em paralelo, com um total de 220W. Em ambos os arranjos foram simulados um efeito de sombreamento, assim pôde ser observado a resposta das técnicas de MPPT para variação de potência dos sistemas e efeito de sombreamento. Conectando os módulos a uma carga resistiva, foi usado um conversor estático de corrente continua CC-CC. A topologia selecionada foi o Boost clássico, por apresentar a característica de elevação de tensão. Ao final das análises pode ser observar que o algoritmo P&O obteve os menores valores de potência extraída em todas as combinações de sistema, o SMC apresentou-se vantajoso no sistema de menor potência, já o Backstepping teve a melhor resposta nos transientes de potência e maior extração de potência no sistema de maior potência. Por ter tido um melhor desempenho, a técnica Backstepping foi aplicada a um conversor CC-CC de alto ganho.Engenharia elétricaSistemas de energia fotovoltáicaPhotovoltaicBacksteppingAnálise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/52893/6/license.txt8a4605be74aa9ea9d79846c1fba20a33MD56ORIGINAL2020_dis_rtgsilva.pdf2020_dis_rtgsilva.pdfapplication/pdf6247039http://repositorio.ufc.br/bitstream/riufc/52893/5/2020_dis_rtgsilva.pdffebdb795457a892d117eac6d913f344fMD55riufc/528932021-07-15 14:10:49.728oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2021-07-15T17:10:49Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
title Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
spellingShingle Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
Silva, Robson Taveira Gonçalves da
Engenharia elétrica
Sistemas de energia fotovoltáica
Photovoltaic
Backstepping
title_short Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
title_full Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
title_fullStr Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
title_full_unstemmed Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
title_sort Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos
author Silva, Robson Taveira Gonçalves da
author_facet Silva, Robson Taveira Gonçalves da
author_role author
dc.contributor.author.fl_str_mv Silva, Robson Taveira Gonçalves da
dc.contributor.advisor1.fl_str_mv Antunes, Fernando Luiz Marcelo
contributor_str_mv Antunes, Fernando Luiz Marcelo
dc.subject.por.fl_str_mv Engenharia elétrica
Sistemas de energia fotovoltáica
Photovoltaic
Backstepping
topic Engenharia elétrica
Sistemas de energia fotovoltáica
Photovoltaic
Backstepping
description Photovoltaic systems have the characteristic of converting solar energy into electrical energy, but the efficiency of the conversion depends largely on environmental conditions such as irradiation and temperature in the photovoltaic cells. This work presents analises, in computer simulation, of three techniques that aim the search of the Maximum Power Point Tracking (MPPT) of the PV system. The studied techniques are: disturb and observe P&O, Sliding Mode Control (SMC) and Backstepping control. For the analyzes, two types of systems were adopted, with power variation applied in each one. The first system has an array parallel connected PV modules with a total power of 110 W, the second arrangement has four modules in parallel with a total of 220 W. In both arrangements, a shading effect was simulated, so that the MPPT techniques response for the system power variation and the shading effect could be observed. Connecting the modules to a resistive load, a static DC-DC converter was used. The selected topology was the classic Boost, as it presents the characteristic of tension elevation. At the end of the analysis it can be observed that the P&O algorithm obtained the lowest values of extracted power in all system combinations, SMC was advantageous in the lower power system, while Backstepping had the best response in power transients and higher power extraction in the higher power system. Due to its better performance, the Backstepping technique was applied to a high gain DC-DC
publishDate 2020
dc.date.accessioned.fl_str_mv 2020-07-13T18:45:49Z
dc.date.available.fl_str_mv 2020-07-13T18:45:49Z
dc.date.issued.fl_str_mv 2020
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv SILVA, R. T. G. da. Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos. 2020. 109 f. Dissertação (Mestrado em Engenharia Elétrica) - Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2020.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufc.br/handle/riufc/52893
identifier_str_mv SILVA, R. T. G. da. Análise comparativa das técnicas de MPPT, P&O, Sliding Mode e Backstepping aplicadas a sistemas fotovoltaicos. 2020. 109 f. Dissertação (Mestrado em Engenharia Elétrica) - Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2020.
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